Overview

Dataset statistics

Number of variables29
Number of observations45
Missing cells10
Missing cells (%)0.8%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory10.3 KiB
Average record size in memory234.8 B

Variable types

NUM25
CAT3
BOOL1

Reproduction

Analysis started2020-05-18 11:54:06.847417
Analysis finished2020-05-18 11:55:43.633652
Duration1 minute and 36.79 seconds
Versionpandas-profiling v2.8.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download configurationconfig.yaml

Warnings

Anteil Bruttoarbeitsentgelt über 5.000 is highly correlated with Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000 and 1 other fieldsHigh correlation
Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000 is highly correlated with Anteil Bruttoarbeitsentgelt über 5.000 and 3 other fieldsHigh correlation
Median Bruttoarbeitsentgelte is highly correlated with Anteil Bruttoarbeitsentgelt bis 2.000 and 2 other fieldsHigh correlation
Anteil Bruttoarbeitsentgelt bis 2.000 is highly correlated with Median BruttoarbeitsentgelteHigh correlation
Anteil darunter Wähler mit Wahlschein is highly correlated with Anteil Wahlberechtigte ohne SperrvermerkHigh correlation
Anteil Wahlberechtigte ohne Sperrvermerk is highly correlated with Anteil darunter Wähler mit WahlscheinHigh correlation
Anteil SPD is highly correlated with Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000 and 1 other fieldsHigh correlation
Anteil DIE LINKE is highly correlated with Anteil CDUHigh correlation
Anteil CDU is highly correlated with Anteil DIE LINKEHigh correlation
Anteil FDP is highly correlated with Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000 and 1 other fieldsHigh correlation
Anteil DKP is highly correlated with StadtteilHigh correlation
Stadtteil is highly correlated with Anteil DKPHigh correlation
Anteil Bruttoarbeitsentgelt bis 2.000 has 2 (4.4%) missing values Missing
Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000 has 2 (4.4%) missing values Missing
Anteil Bruttoarbeitsentgelt über 4.000 bis 5.000 has 2 (4.4%) missing values Missing
Anteil Bruttoarbeitsentgelt über 5.000 has 2 (4.4%) missing values Missing
Median Bruttoarbeitsentgelte has 2 (4.4%) missing values Missing
Stadtteil has unique values Unique
Anteil NPD has 2 (4.4%) zeros Zeros
Anteil BGE has 1 (2.2%) zeros Zeros
Anteil DM has 1 (2.2%) zeros Zeros
Anteil ÖDP has 1 (2.2%) zeros Zeros

Variables

Stadtteil
Categorical

HIGH CORRELATION
UNIQUE

Distinct count45
Unique (%)100.0%
Missing0
Missing (%)0.0%
Memory size360.0 B
Berkersheim
 
1
Bockenheim
 
1
Nieder-Eschbach
 
1
Unterliederbach
 
1
Nieder-Erlenbach
 
1
Other values (40)
40
ValueCountFrequency (%) 
Berkersheim12.2%
 
Bockenheim12.2%
 
Nieder-Eschbach12.2%
 
Unterliederbach12.2%
 
Nieder-Erlenbach12.2%
 
Oberrad12.2%
 
Niederursel12.2%
 
Ginnheim12.2%
 
Preungesheim12.2%
 
Sachsenhausen-Süd12.2%
 
Other values (35)3577.8%
 

Length

Max length18
Median length10
Mean length10.48888889
Min length4

Anteil Bruttoarbeitsentgelt bis 2.000
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count43
Unique (%)100.0%
Missing2
Missing (%)4.4%
Infinite0
Infinite (%)0.0%
Mean0.22166440166204265
Minimum0.08549618320610687
Maximum0.3508771929824561
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum0.08549618321
5-th percentile0.1374237723
Q10.1758260581
median0.2335403727
Q30.2547096701
95-th percentile0.3233597481
Maximum0.350877193
Range0.2653810098
Interquartile range (IQR)0.07888361207

Descriptive statistics

Standard deviation0.06003288429
Coefficient of variation (CV)0.2708278093
Kurtosis-0.2392832072
Mean0.2216644017
Median Absolute Deviation (MAD)0.04716638139
Skewness0.04041504126
Sum9.531569271
Variance0.003603947197
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.234349030512.2%
 
0.217135787212.2%
 
0.242108585912.2%
 
0.324252687412.2%
 
0.237241379312.2%
 
0.17145421912.2%
 
0.35087719312.2%
 
0.17811934912.2%
 
0.225349132512.2%
 
0.217006802712.2%
 
Other values (33)3373.3%
 
(Missing)24.4%
 
ValueCountFrequency (%) 
0.0854961832112.2%
 
0.121129635912.2%
 
0.136681274412.2%
 
0.144106253512.2%
 
0.145447530912.2%
 
ValueCountFrequency (%) 
0.35087719312.2%
 
0.340828180612.2%
 
0.324252687412.2%
 
0.31532329512.2%
 
0.292273236312.2%
 

Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count43
Unique (%)100.0%
Missing2
Missing (%)4.4%
Infinite0
Infinite (%)0.0%
Mean0.43816159579441155
Minimum0.2385496183206107
Maximum0.525243578387954
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum0.2385496183
5-th percentile0.3491913113
Q10.3986206574
median0.4569238901
Q30.4826206897
95-th percentile0.498340812
Maximum0.5252435784
Range0.2866939601
Interquartile range (IQR)0.08400003227

Descriptive statistics

Standard deviation0.05965179134
Coefficient of variation (CV)0.1361410765
Kurtosis1.664973103
Mean0.4381615958
Median Absolute Deviation (MAD)0.03269589067
Skewness-1.23434456
Sum18.84094862
Variance0.00355833621
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.473130193912.2%
 
0.488785442212.2%
 
0.467387387412.2%
 
0.43244454412.2%
 
0.376890756312.2%
 
0.443241571312.2%
 
0.482482758612.2%
 
0.463701958512.2%
 
0.349151234612.2%
 
0.489619780712.2%
 
Other values (33)3373.3%
 
(Missing)24.4%
 
ValueCountFrequency (%) 
0.238549618312.2%
 
0.309922417312.2%
 
0.349151234612.2%
 
0.349552001812.2%
 
0.356723851712.2%
 
ValueCountFrequency (%) 
0.525243578412.2%
 
0.499032347212.2%
 
0.498351389512.2%
 
0.49824561412.2%
 
0.492998090412.2%
 
Distinct count43
Unique (%)100.0%
Missing2
Missing (%)4.4%
Infinite0
Infinite (%)0.0%
Mean0.12829313979905974
Minimum0.08125577100646353
Maximum0.16344901101504206
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum0.08125577101
5-th percentile0.09906790614
Q10.116307847
median0.1287981859
Q30.1435538893
95-th percentile0.1576699534
Maximum0.163449011
Range0.08219324001
Interquartile range (IQR)0.02724604226

Descriptive statistics

Standard deviation0.020058497
Coefficient of variation (CV)0.1563489445
Kurtosis-0.3523809653
Mean0.1282931398
Median Absolute Deviation (MAD)0.01298585162
Skewness-0.3771460279
Sum5.516605011
Variance0.0004023433019
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.149864376112.2%
 
0.149217656812.2%
 
0.115845959612.2%
 
0.106382978712.2%
 
0.124033405512.2%
 
0.098954498612.2%
 
0.117226890812.2%
 
0.104018238812.2%
 
0.127649552512.2%
 
0.139122137412.2%
 
Other values (33)3373.3%
 
(Missing)24.4%
 
ValueCountFrequency (%) 
0.0812557710112.2%
 
0.0824433202212.2%
 
0.098954498612.2%
 
0.10008857412.2%
 
0.104018238812.2%
 
ValueCountFrequency (%) 
0.16344901112.2%
 
0.158217080612.2%
 
0.158179012312.2%
 
0.153088422812.2%
 
0.152432432412.2%
 

Anteil Bruttoarbeitsentgelt über 5.000
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count43
Unique (%)100.0%
Missing2
Missing (%)4.4%
Infinite0
Infinite (%)0.0%
Mean0.21188086274448617
Minimum0.05934455270150576
Maximum0.5368320610687023
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum0.0593445527
5-th percentile0.08531350606
Q10.147753115
median0.1924336122
Q30.2522448873
95-th percentile0.3693757688
Maximum0.5368320611
Range0.4774875084
Interquartile range (IQR)0.1044917722

Descriptive statistics

Standard deviation0.09642497791
Coefficient of variation (CV)0.4550905479
Kurtosis1.76198639
Mean0.2118808627
Median Absolute Deviation (MAD)0.0508119906
Skewness1.095625023
Sum9.110877098
Variance0.009297776366
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.240270727612.2%
 
0.193174061412.2%
 
0.109759469212.2%
 
0.130160951712.2%
 
0.17758985212.2%
 
0.241317499412.2%
 
0.175843411812.2%
 
0.536832061112.2%
 
0.25630252112.2%
 
0.315290773412.2%
 
Other values (33)3373.3%
 
(Missing)24.4%
 
ValueCountFrequency (%) 
0.059344552712.2%
 
0.0831024930712.2%
 
0.0846917744112.2%
 
0.0909090909112.2%
 
0.109759469212.2%
 
ValueCountFrequency (%) 
0.536832061112.2%
 
0.387913434112.2%
 
0.371101281612.2%
 
0.353846153812.2%
 
0.347222222212.2%
 

Median Bruttoarbeitsentgelte
Real number (ℝ≥0)

HIGH CORRELATION
MISSING

Distinct count43
Unique (%)100.0%
Missing2
Missing (%)4.4%
Infinite0
Infinite (%)0.0%
Mean3251.0697674418607
Minimum2453.0
Maximum5247.0
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum2453
5-th percentile2553.4
Q12941.5
median3099
Q33445
95-th percentile4157.5
Maximum5247
Range2794
Interquartile range (IQR)503.5

Descriptive statistics

Standard deviation545.1669205
Coefficient of variation (CV)0.1676884716
Kurtosis3.038683202
Mean3251.069767
Median Absolute Deviation (MAD)248
Skewness1.402134588
Sum139796
Variance297206.9712
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
334712.2%
 
246612.2%
 
254612.2%
 
320812.2%
 
286812.2%
 
342612.2%
 
358212.2%
 
299512.2%
 
303212.2%
 
316212.2%
 
Other values (33)3373.3%
 
(Missing)24.4%
 
ValueCountFrequency (%) 
245312.2%
 
246612.2%
 
254612.2%
 
262012.2%
 
273212.2%
 
ValueCountFrequency (%) 
524712.2%
 
423612.2%
 
417212.2%
 
402712.2%
 
399612.2%
 

Stadtteilnummer
Real number (ℝ≥0)

Distinct count44
Unique (%)97.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.377777777777776
Minimum1
Maximum47
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum1
5-th percentile4.2
Q112
median25
Q336
95-th percentile44.8
Maximum47
Range46
Interquartile range (IQR)24

Descriptive statistics

Standard deviation13.74655145
Coefficient of variation (CV)0.5638968234
Kurtosis-1.249193063
Mean24.37777778
Median Absolute Deviation (MAD)12
Skewness-0.01994759078
Sum1097
Variance188.9676768
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1024.4%
 
4712.2%
 
1312.2%
 
2212.2%
 
2112.2%
 
2012.2%
 
1912.2%
 
1812.2%
 
1712.2%
 
1612.2%
 
Other values (34)3475.6%
 
ValueCountFrequency (%) 
112.2%
 
212.2%
 
412.2%
 
512.2%
 
612.2%
 
ValueCountFrequency (%) 
4712.2%
 
4612.2%
 
4512.2%
 
4412.2%
 
4312.2%
 

Anteil Wahlberechtigte ohne Sperrvermerk
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count42
Unique (%)93.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean77.32666666666667
Minimum62.8
Maximum85.6
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum62.8
5-th percentile68.32
Q173.2
median78.3
Q381.7
95-th percentile84.98
Maximum85.6
Range22.8
Interquartile range (IQR)8.5

Descriptive statistics

Standard deviation5.558098105
Coefficient of variation (CV)0.07187815465
Kurtosis-0.3885444763
Mean77.32666667
Median Absolute Deviation (MAD)4.1
Skewness-0.4609516736
Sum3479.7
Variance30.89245455
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
7324.4%
 
81.724.4%
 
78.324.4%
 
8112.2%
 
62.812.2%
 
77.812.2%
 
76.412.2%
 
71.612.2%
 
83.212.2%
 
76.312.2%
 
Other values (32)3271.1%
 
ValueCountFrequency (%) 
62.812.2%
 
67.312.2%
 
68.212.2%
 
68.812.2%
 
69.312.2%
 
ValueCountFrequency (%) 
85.612.2%
 
85.112.2%
 
8512.2%
 
84.912.2%
 
84.712.2%
 

Anteil Wähler
Real number (ℝ≥0)

Distinct count42
Unique (%)93.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean73.91333333333333
Minimum61.2
Maximum85.0
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum61.2
5-th percentile63.94
Q169.3
median73.2
Q378.6
95-th percentile84.58
Maximum85
Range23.8
Interquartile range (IQR)9.3

Descriptive statistics

Standard deviation6.308745733
Coefficient of variation (CV)0.08535328403
Kurtosis-0.6969086899
Mean73.91333333
Median Absolute Deviation (MAD)4.9
Skewness-0.008379574061
Sum3326.1
Variance39.80027273
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
74.124.4%
 
69.624.4%
 
73.124.4%
 
84.112.2%
 
69.312.2%
 
78.912.2%
 
75.312.2%
 
77.912.2%
 
67.612.2%
 
84.712.2%
 
Other values (32)3271.1%
 
ValueCountFrequency (%) 
61.212.2%
 
61.312.2%
 
63.312.2%
 
66.512.2%
 
66.612.2%
 
ValueCountFrequency (%) 
8512.2%
 
84.812.2%
 
84.712.2%
 
84.112.2%
 
82.812.2%
 

Anteil darunter Wähler mit Wahlschein
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count41
Unique (%)91.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29.100000000000005
Minimum20.2
Maximum42.0
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum20.2
5-th percentile20.84
Q124.9
median27.9
Q334.4
95-th percentile38.18
Maximum42
Range21.8
Interquartile range (IQR)9.5

Descriptive statistics

Standard deviation5.696131063
Coefficient of variation (CV)0.1957433355
Kurtosis-0.8126266292
Mean29.1
Median Absolute Deviation (MAD)3.9
Skewness0.3842791235
Sum1309.5
Variance32.44590909
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
34.624.4%
 
34.424.4%
 
22.624.4%
 
2524.4%
 
37.312.2%
 
29.812.2%
 
24.312.2%
 
20.212.2%
 
26.612.2%
 
2912.2%
 
Other values (31)3168.9%
 
ValueCountFrequency (%) 
20.212.2%
 
20.612.2%
 
20.712.2%
 
21.412.2%
 
22.624.4%
 
ValueCountFrequency (%) 
4212.2%
 
4012.2%
 
38.412.2%
 
37.312.2%
 
3712.2%
 

Anteil ungültige Stimmen
Real number (ℝ≥0)

Distinct count17
Unique (%)37.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1444444444444444
Minimum0.4
Maximum2.0
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum0.4
5-th percentile0.52
Q10.8
median1.2
Q31.4
95-th percentile1.88
Maximum2
Range1.6
Interquartile range (IQR)0.6

Descriptive statistics

Standard deviation0.4361794645
Coefficient of variation (CV)0.3811276874
Kurtosis-0.9555890832
Mean1.144444444
Median Absolute Deviation (MAD)0.3
Skewness0.1283742728
Sum51.5
Variance0.1902525253
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.4715.6%
 
0.848.9%
 
0.648.9%
 
1.248.9%
 
148.9%
 
0.936.7%
 
1.536.7%
 
0.736.7%
 
0.424.4%
 
1.824.4%
 
Other values (7)920.0%
 
ValueCountFrequency (%) 
0.424.4%
 
0.512.2%
 
0.648.9%
 
0.736.7%
 
0.848.9%
 
ValueCountFrequency (%) 
212.2%
 
1.924.4%
 
1.824.4%
 
1.712.2%
 
1.624.4%
 

Anteil CDU
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count39
Unique (%)86.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.742222222222225
Minimum17.5
Maximum36.1
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum17.5
5-th percentile21.4
Q124.4
median26.3
Q329.3
95-th percentile33.2
Maximum36.1
Range18.6
Interquartile range (IQR)4.9

Descriptive statistics

Standard deviation3.771573634
Coefficient of variation (CV)0.1410344138
Kurtosis0.1909558899
Mean26.74222222
Median Absolute Deviation (MAD)2.4
Skewness0.1122698614
Sum1203.4
Variance14.22476768
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
30.236.7%
 
26.124.4%
 
21.424.4%
 
24.424.4%
 
25.324.4%
 
23.612.2%
 
27.512.2%
 
24.512.2%
 
27.312.2%
 
17.512.2%
 
Other values (29)2964.4%
 
ValueCountFrequency (%) 
17.512.2%
 
20.712.2%
 
21.424.4%
 
21.712.2%
 
22.212.2%
 
ValueCountFrequency (%) 
36.112.2%
 
33.912.2%
 
33.612.2%
 
31.612.2%
 
31.112.2%
 

Anteil SPD
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count35
Unique (%)77.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.804444444444446
Minimum11.9
Maximum29.6
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum11.9
5-th percentile15.6
Q117.6
median21.4
Q323.7
95-th percentile25.6
Maximum29.6
Range17.7
Interquartile range (IQR)6.1

Descriptive statistics

Standard deviation3.687506891
Coefficient of variation (CV)0.177246112
Kurtosis-0.3360021964
Mean20.80444444
Median Absolute Deviation (MAD)2.7
Skewness-0.1739916843
Sum936.2
Variance13.59770707
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
15.636.7%
 
17.624.4%
 
24.324.4%
 
24.124.4%
 
19.424.4%
 
25.624.4%
 
1924.4%
 
23.224.4%
 
15.924.4%
 
29.612.2%
 
Other values (25)2555.6%
 
ValueCountFrequency (%) 
11.912.2%
 
15.312.2%
 
15.636.7%
 
15.924.4%
 
16.912.2%
 
ValueCountFrequency (%) 
29.612.2%
 
25.912.2%
 
25.624.4%
 
24.712.2%
 
24.512.2%
 

Anteil GRÜNE
Real number (ℝ≥0)

Distinct count39
Unique (%)86.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.548888888888888
Minimum7.8
Maximum23.6
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum7.8
5-th percentile8.24
Q111.7
median13.3
Q315
95-th percentile19.02
Maximum23.6
Range15.8
Interquartile range (IQR)3.3

Descriptive statistics

Standard deviation3.463551922
Coefficient of variation (CV)0.2556336502
Kurtosis0.4904555506
Mean13.54888889
Median Absolute Deviation (MAD)1.7
Skewness0.6759699292
Sum609.7
Variance11.99619192
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
13.424.4%
 
12.824.4%
 
18.424.4%
 
13.624.4%
 
11.924.4%
 
8.124.4%
 
11.812.2%
 
8.812.2%
 
20.112.2%
 
13.312.2%
 
Other values (29)2964.4%
 
ValueCountFrequency (%) 
7.812.2%
 
8.124.4%
 
8.812.2%
 
9.512.2%
 
9.612.2%
 
ValueCountFrequency (%) 
23.612.2%
 
20.112.2%
 
19.112.2%
 
18.712.2%
 
18.612.2%
 

Anteil DIE LINKE
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count38
Unique (%)84.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.795555555555554
Minimum6.7
Maximum18.8
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum6.7
5-th percentile7.42
Q19.7
median11.5
Q313.7
95-th percentile16.5
Maximum18.8
Range12.1
Interquartile range (IQR)4

Descriptive statistics

Standard deviation2.842130727
Coefficient of variation (CV)0.2409492892
Kurtosis-0.3102999169
Mean11.79555556
Median Absolute Deviation (MAD)2.1
Skewness0.3323037741
Sum530.8
Variance8.077707071
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
12.636.7%
 
10.824.4%
 
14.124.4%
 
16.524.4%
 
1324.4%
 
9.424.4%
 
9.712.2%
 
12.812.2%
 
11.312.2%
 
11.512.2%
 
Other values (28)2862.2%
 
ValueCountFrequency (%) 
6.712.2%
 
7.212.2%
 
7.412.2%
 
7.512.2%
 
8.212.2%
 
ValueCountFrequency (%) 
18.812.2%
 
16.612.2%
 
16.524.4%
 
16.212.2%
 
16.112.2%
 

Anteil AfD
Real number (ℝ≥0)

Distinct count38
Unique (%)84.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.395555555555555
Minimum4.5
Maximum14.5
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum4.5
5-th percentile5.32
Q17.5
median9.1
Q311.2
95-th percentile13.6
Maximum14.5
Range10
Interquartile range (IQR)3.7

Descriptive statistics

Standard deviation2.647894151
Coefficient of variation (CV)0.2818241173
Kurtosis-0.878020326
Mean9.395555556
Median Absolute Deviation (MAD)2
Skewness0.1474943828
Sum422.8
Variance7.011343434
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
11.624.4%
 
7.124.4%
 
7.524.4%
 
12.824.4%
 
8.724.4%
 
11.124.4%
 
13.624.4%
 
9.112.2%
 
1012.2%
 
7.712.2%
 
Other values (28)2862.2%
 
ValueCountFrequency (%) 
4.512.2%
 
5.112.2%
 
5.212.2%
 
5.812.2%
 
612.2%
 
ValueCountFrequency (%) 
14.512.2%
 
14.212.2%
 
13.624.4%
 
13.112.2%
 
12.824.4%
 

Anteil FDP
Real number (ℝ≥0)

HIGH CORRELATION

Distinct count37
Unique (%)82.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.251111111111113
Minimum5.5
Maximum27.9
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum5.5
5-th percentile8.92
Q110.4
median12.6
Q315.2
95-th percentile19.14
Maximum27.9
Range22.4
Interquartile range (IQR)4.8

Descriptive statistics

Standard deviation4.117789689
Coefficient of variation (CV)0.3107505215
Kurtosis2.493625554
Mean13.25111111
Median Absolute Deviation (MAD)2.5
Skewness1.19522724
Sum596.3
Variance16.95619192
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
15.124.4%
 
16.824.4%
 
14.324.4%
 
10.124.4%
 
13.624.4%
 
10.724.4%
 
10.524.4%
 
13.124.4%
 
11.712.2%
 
15.612.2%
 
Other values (27)2760.0%
 
ValueCountFrequency (%) 
5.512.2%
 
8.212.2%
 
8.912.2%
 
912.2%
 
9.112.2%
 
ValueCountFrequency (%) 
27.912.2%
 
22.212.2%
 
19.212.2%
 
18.912.2%
 
18.312.2%
 

Anteil PIRATEN
Real number (ℝ≥0)

Distinct count8
Unique (%)17.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4822222222222223
Minimum0.1
Maximum0.8
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum0.1
5-th percentile0.22
Q10.4
median0.5
Q30.6
95-th percentile0.7
Maximum0.8
Range0.7
Interquartile range (IQR)0.2

Descriptive statistics

Standard deviation0.1570884072
Coefficient of variation (CV)0.3257593698
Kurtosis0.3818589565
Mean0.4822222222
Median Absolute Deviation (MAD)0.1
Skewness-0.2444373329
Sum21.7
Variance0.02467676768
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.41431.1%
 
0.51022.2%
 
0.6920.0%
 
0.748.9%
 
0.336.7%
 
0.124.4%
 
0.824.4%
 
0.212.2%
 
ValueCountFrequency (%) 
0.124.4%
 
0.212.2%
 
0.336.7%
 
0.41431.1%
 
0.51022.2%
 
ValueCountFrequency (%) 
0.824.4%
 
0.748.9%
 
0.6920.0%
 
0.51022.2%
 
0.41431.1%
 

Anteil NPD
Real number (ℝ≥0)

ZEROS

Distinct count7
Unique (%)15.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.21777777777777776
Minimum0.0
Maximum0.7
Zeros2
Zeros (%)4.4%
Memory size360.0 B

Quantile statistics

Minimum0
5-th percentile0.1
Q10.1
median0.2
Q30.3
95-th percentile0.4
Maximum0.7
Range0.7
Interquartile range (IQR)0.2

Descriptive statistics

Standard deviation0.1369951706
Coefficient of variation (CV)0.6290594568
Kurtosis3.100752912
Mean0.2177777778
Median Absolute Deviation (MAD)0.1
Skewness1.329381223
Sum9.8
Variance0.01876767677
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.11431.1%
 
0.31328.9%
 
0.21226.7%
 
0.424.4%
 
024.4%
 
0.612.2%
 
0.712.2%
 
ValueCountFrequency (%) 
024.4%
 
0.11431.1%
 
0.21226.7%
 
0.31328.9%
 
0.424.4%
 
ValueCountFrequency (%) 
0.712.2%
 
0.612.2%
 
0.424.4%
 
0.31328.9%
 
0.21226.7%
 

Anteil FREIE WÄHLER
Real number (ℝ≥0)

Distinct count9
Unique (%)20.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.4933333333333333
Minimum0.1
Maximum0.9
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum0.1
5-th percentile0.2
Q10.4
median0.5
Q30.7
95-th percentile0.88
Maximum0.9
Range0.8
Interquartile range (IQR)0.3

Descriptive statistics

Standard deviation0.2240129866
Coefficient of variation (CV)0.4540803783
Kurtosis-0.8130456851
Mean0.4933333333
Median Absolute Deviation (MAD)0.2
Skewness0.2521453014
Sum22.2
Variance0.05018181818
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.41124.4%
 
0.5817.8%
 
0.8613.3%
 
0.2511.1%
 
0.348.9%
 
0.636.7%
 
0.936.7%
 
0.736.7%
 
0.124.4%
 
ValueCountFrequency (%) 
0.124.4%
 
0.2511.1%
 
0.348.9%
 
0.41124.4%
 
0.5817.8%
 
ValueCountFrequency (%) 
0.936.7%
 
0.8613.3%
 
0.736.7%
 
0.636.7%
 
0.5817.8%
 

Anteil Die PARTEI
Real number (ℝ≥0)

Distinct count14
Unique (%)31.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.2422222222222223
Minimum0.6
Maximum2.1
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum0.6
5-th percentile0.72
Q11
median1.2
Q31.5
95-th percentile1.9
Maximum2.1
Range1.5
Interquartile range (IQR)0.5

Descriptive statistics

Standard deviation0.3720269351
Coefficient of variation (CV)0.2994850103
Kurtosis-0.2936003682
Mean1.242222222
Median Absolute Deviation (MAD)0.2
Skewness0.4601851865
Sum55.9
Variance0.1384040404
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.2817.8%
 
1.4613.3%
 
1613.3%
 
0.948.9%
 
1.548.9%
 
1.136.7%
 
1.936.7%
 
0.836.7%
 
0.624.4%
 
1.624.4%
 
Other values (4)48.9%
 
ValueCountFrequency (%) 
0.624.4%
 
0.712.2%
 
0.836.7%
 
0.948.9%
 
1613.3%
 
ValueCountFrequency (%) 
2.112.2%
 
212.2%
 
1.936.7%
 
1.712.2%
 
1.624.4%
 
Distinct count2
Unique (%)4.4%
Missing0
Missing (%)0.0%
Memory size360.0 B
0
44
0.1
 
1
ValueCountFrequency (%) 
04497.8%
 
0.112.2%
 

Anteil MLPD
Categorical

Distinct count4
Unique (%)8.9%
Missing0
Missing (%)0.0%
Memory size360.0 B
0.1
24
0
15
0.2
 
4
0.3
 
2
ValueCountFrequency (%) 
0.12453.3%
 
01533.3%
 
0.248.9%
 
0.324.4%
 

Length

Max length3
Median length3
Mean length3
Min length3

Anteil BGE
Real number (ℝ≥0)

ZEROS

Distinct count5
Unique (%)11.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.23555555555555555
Minimum0.0
Maximum0.4
Zeros1
Zeros (%)2.2%
Memory size360.0 B

Quantile statistics

Minimum0
5-th percentile0.1
Q10.2
median0.2
Q30.3
95-th percentile0.4
Maximum0.4
Range0.4
Interquartile range (IQR)0.1

Descriptive statistics

Standard deviation0.09084341062
Coefficient of variation (CV)0.3856559885
Kurtosis-0.02805212528
Mean0.2355555556
Median Absolute Deviation (MAD)0.1
Skewness-0.2142933335
Sum10.6
Variance0.008252525253
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.21840.0%
 
0.31635.6%
 
0.1613.3%
 
0.448.9%
 
012.2%
 
ValueCountFrequency (%) 
012.2%
 
0.1613.3%
 
0.21840.0%
 
0.31635.6%
 
0.448.9%
 
ValueCountFrequency (%) 
0.448.9%
 
0.31635.6%
 
0.21840.0%
 
0.1613.3%
 
012.2%
 

Anteil DKP
Categorical

HIGH CORRELATION

Distinct count3
Unique (%)6.7%
Missing0
Missing (%)0.0%
Memory size360.0 B
0
26
0.1
18
0.2
 
1
ValueCountFrequency (%) 
02657.8%
 
0.11840.0%
 
0.212.2%
 

Length

Max length3
Median length3
Mean length3
Min length3

Anteil DM
Real number (ℝ≥0)

ZEROS

Distinct count7
Unique (%)15.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.19777777777777772
Minimum0.0
Maximum0.6
Zeros1
Zeros (%)2.2%
Memory size360.0 B

Quantile statistics

Minimum0
5-th percentile0.1
Q10.1
median0.2
Q30.2
95-th percentile0.4
Maximum0.6
Range0.6
Interquartile range (IQR)0.1

Descriptive statistics

Standard deviation0.1215223303
Coefficient of variation (CV)0.6144387488
Kurtosis1.9637209
Mean0.1977777778
Median Absolute Deviation (MAD)0.1
Skewness1.316478606
Sum8.9
Variance0.01476767677
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.11840.0%
 
0.21533.3%
 
0.3613.3%
 
0.436.7%
 
0.612.2%
 
0.512.2%
 
012.2%
 
ValueCountFrequency (%) 
012.2%
 
0.11840.0%
 
0.21533.3%
 
0.3613.3%
 
0.436.7%
 
ValueCountFrequency (%) 
0.612.2%
 
0.512.2%
 
0.436.7%
 
0.3613.3%
 
0.21533.3%
 

Anteil ÖDP
Real number (ℝ≥0)

ZEROS

Distinct count5
Unique (%)11.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.18888888888888886
Minimum0.0
Maximum0.4
Zeros1
Zeros (%)2.2%
Memory size360.0 B

Quantile statistics

Minimum0
5-th percentile0.1
Q10.1
median0.2
Q30.2
95-th percentile0.3
Maximum0.4
Range0.4
Interquartile range (IQR)0.1

Descriptive statistics

Standard deviation0.07752484125
Coefficient of variation (CV)0.4104256301
Kurtosis0.4444995508
Mean0.1888888889
Median Absolute Deviation (MAD)0
Skewness0.1978852182
Sum8.5
Variance0.00601010101
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.22453.3%
 
0.11226.7%
 
0.3715.6%
 
0.412.2%
 
012.2%
 
ValueCountFrequency (%) 
012.2%
 
0.11226.7%
 
0.22453.3%
 
0.3715.6%
 
0.412.2%
 
ValueCountFrequency (%) 
0.412.2%
 
0.3715.6%
 
0.22453.3%
 
0.11226.7%
 
012.2%
 

Anteil Tierschutzpartei
Real number (ℝ≥0)

Distinct count13
Unique (%)28.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.031111111111111
Minimum0.4
Maximum2.0
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum0.4
5-th percentile0.44
Q10.8
median1
Q31.2
95-th percentile1.6
Maximum2
Range1.6
Interquartile range (IQR)0.4

Descriptive statistics

Standard deviation0.3716194426
Coefficient of variation (CV)0.360406787
Kurtosis-0.2422791734
Mean1.031111111
Median Absolute Deviation (MAD)0.2
Skewness0.3408668394
Sum46.4
Variance0.1381010101
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1.1613.3%
 
1613.3%
 
0.6511.1%
 
0.8511.1%
 
1.248.9%
 
1.648.9%
 
0.436.7%
 
0.736.7%
 
1.536.7%
 
1.324.4%
 
Other values (3)48.9%
 
ValueCountFrequency (%) 
0.436.7%
 
0.6511.1%
 
0.736.7%
 
0.8511.1%
 
0.924.4%
 
ValueCountFrequency (%) 
212.2%
 
1.648.9%
 
1.536.7%
 
1.412.2%
 
1.324.4%
 

Anteil V-Partei³
Real number (ℝ≥0)

Distinct count5
Unique (%)11.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2088888888888889
Minimum0.1
Maximum0.5
Zeros0
Zeros (%)0.0%
Memory size360.0 B

Quantile statistics

Minimum0.1
5-th percentile0.1
Q10.2
median0.2
Q30.2
95-th percentile0.4
Maximum0.5
Range0.4
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.08744406582
Coefficient of variation (CV)0.4186152087
Kurtosis2.453348324
Mean0.2088888889
Median Absolute Deviation (MAD)0
Skewness1.316017007
Sum9.4
Variance0.007646464646
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.22862.2%
 
0.1920.0%
 
0.348.9%
 
0.436.7%
 
0.512.2%
 
ValueCountFrequency (%) 
0.1920.0%
 
0.22862.2%
 
0.348.9%
 
0.436.7%
 
0.512.2%
 
ValueCountFrequency (%) 
0.512.2%
 
0.436.7%
 
0.348.9%
 
0.22862.2%
 
0.1920.0%
 

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

Sample

First rows

StadtteilAnteil Bruttoarbeitsentgelt bis 2.000Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000Anteil Bruttoarbeitsentgelt über 4.000 bis 5.000Anteil Bruttoarbeitsentgelt über 5.000Median BruttoarbeitsentgelteStadtteilnummerAnteil Wahlberechtigte ohne SperrvermerkAnteil WählerAnteil darunter Wähler mit WahlscheinAnteil ungültige StimmenAnteil CDUAnteil SPDAnteil GRÜNEAnteil DIE LINKEAnteil AfDAnteil FDPAnteil PIRATENAnteil NPDAnteil FREIE WÄHLERAnteil Die PARTEIAnteil BüSoAnteil MLPDAnteil BGEAnteil DKPAnteil DMAnteil ÖDPAnteil TierschutzparteiAnteil V-Partei³
0Altstadt0.2375590.3981220.1417840.2225353270.0173.274.834.40.426.317.614.613.08.315.20.50.40.41.90.00.00.30.00.20.30.80.2
1Innenstadt0.2922730.3874580.1063830.2138862932.0271.667.640.00.826.015.315.013.77.816.90.70.30.22.00.00.10.10.00.40.20.70.4
2BahnhofsviertelNaNNaNNaNNaNNaN1073.074.134.61.221.415.618.416.57.116.80.40.10.21.90.00.10.20.00.10.30.60.2
3Westend-Süd0.0854960.2385500.1391220.5368325247.0462.884.842.00.431.611.913.66.76.227.90.10.00.10.60.00.00.20.00.10.20.40.2
4Westend-Nord0.1531240.3099220.1490400.3879134236.0569.378.637.30.628.715.916.29.45.222.20.40.10.10.70.00.00.10.10.20.10.40.2
5Nordend-West0.1211300.3495520.1582170.3711014172.0667.385.037.00.525.315.620.112.85.117.70.50.10.21.20.00.00.30.10.10.20.60.2
6Nordend-Ost0.1366810.3845790.1634490.3152913891.0770.282.834.40.620.717.623.616.64.513.10.40.00.21.60.00.10.30.00.00.20.70.2
7Ostend0.1829280.4196670.1492180.2481873464.0872.177.934.20.823.719.418.714.26.313.60.50.10.31.50.00.10.30.10.20.20.80.2
8Bornheim0.1735330.4676130.1494490.2094063341.0974.578.131.20.922.221.418.316.16.810.90.40.10.41.50.00.10.40.10.10.21.00.2
9Gutleutviertel0.2495800.3768910.1172270.2563033190.01073.074.134.61.221.415.618.416.57.116.80.40.10.21.90.00.10.20.00.10.30.60.2

Last rows

StadtteilAnteil Bruttoarbeitsentgelt bis 2.000Anteil Bruttoarbeitsentgelt über 2.000 bis 4.000Anteil Bruttoarbeitsentgelt über 4.000 bis 5.000Anteil Bruttoarbeitsentgelt über 5.000Median BruttoarbeitsentgelteStadtteilnummerAnteil Wahlberechtigte ohne SperrvermerkAnteil WählerAnteil darunter Wähler mit WahlscheinAnteil ungültige StimmenAnteil CDUAnteil SPDAnteil GRÜNEAnteil DIE LINKEAnteil AfDAnteil FDPAnteil PIRATENAnteil NPDAnteil FREIE WÄHLERAnteil Die PARTEIAnteil BüSoAnteil MLPDAnteil BGEAnteil DKPAnteil DMAnteil ÖDPAnteil TierschutzparteiAnteil V-Partei³
35Sindlingen0.2830900.4983510.1276500.0909092806.03885.666.620.22.029.325.98.19.013.68.20.70.60.81.00.00.20.20.10.40.11.60.2
36Zeilsheim0.2385590.4673870.1524320.1416223073.03984.767.221.41.831.124.37.88.214.58.90.50.30.61.00.00.00.20.00.60.01.60.1
37Unterliederbach0.2372410.4824830.1296550.1506212951.04084.969.320.61.428.624.110.110.211.610.40.40.30.81.40.00.10.30.10.20.11.20.1
38Sossenheim0.2858720.4990320.1053360.1097592732.04184.463.322.61.530.222.78.19.713.610.10.60.30.91.20.00.10.20.00.40.21.60.2
39Nieder-Erlenbach0.1714540.3806100.1337520.3141833758.04275.084.728.60.936.117.012.97.59.014.30.30.10.40.60.00.10.00.00.10.31.20.1
40Kalbach-Riedberg0.1454480.3491510.1581790.3472224027.04378.382.425.20.633.616.912.87.27.418.30.40.10.40.90.00.00.20.00.10.21.00.3
41Harheim0.1658210.4526230.1412860.2402713355.04476.584.126.91.033.919.011.87.410.213.10.10.20.81.20.00.00.10.10.20.11.40.4
42Nieder-Eschbach0.2437250.4470720.1167700.1924343037.04581.771.424.01.430.221.111.19.412.810.50.50.30.91.20.00.10.30.00.10.21.00.2
43Bergen-Enkheim0.1893350.4324450.1369030.2413173347.04675.978.929.00.730.420.011.78.510.015.10.30.20.81.00.00.10.20.00.20.11.10.2
44Frankfurter Berg0.2104180.4626740.1382280.1886793106.04781.073.125.01.328.822.011.910.811.210.70.60.30.81.20.00.10.20.00.20.10.80.3